Verfügbarkeit: Adapting semantic web information retrieval to multimedia

Adapting semantic web information retrieval to multimedia:

Gespeichert in:

Bibliographische Detailangaben
Beteilige Person:	Kurz, Thomas ca. 20./21. Jhd (VerfasserIn)
Format:	Hochschulschrift/Dissertation Buch
Sprache:	Englisch
Veröffentlicht:	Passau 2019
Schlagwörter:	Semantic Web SPARQL Multimedia Hochschulschrift
Links:	https://opus4.kobv.de/opus4-uni-passau/frontdoor/index/index/docId/827 https://nbn-resolving.org/urn:nbn:de:bvb:739-opus4-8276 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032238528&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
Umfang:	xii, 206 Blätter Illustrationen, Diagramme

Internformat

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Datensatz im Suchindex

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adam_text	Contents List of Tables ix List of Figures xii I Preface 1 1 Introduction 1.1 Motivation................................................................................................... 1.2 Contribution ............................................................................................. 1.3 Overview ................................................................................................... 3 3 5 6 II 7 Related Work 2 Linked Media 2.1 The Semantic Web.................................................................................... 2.2 Semantic Web Query Languages ........................................................... 2.3 Extension-Mechanism of SPARQL ........................................................ 2.4 The Linked Data Movement.................................................................... 2.5 Media in the Web of Data....................................................................... 2.6 Conclusion................................................................................................... 9 9 15 18 20 21 28 3 Multimedia Query Languages 3.1 Survey of Multimedia QueryLanguages ................................................ 3.1.1 Historical Overview ........................................................... 3.1.2 Early works in the 80s................................................................. 3.1.3 Extended works between 1990 and2000 .................................... 3.1.4 Works from 2000 until now........................................................ 3.1.5 Detailed View on representatives.............................................. 3.2 Requirements of MultimediaQuery Languages...................................... 3.2.1 Preliminaries................................................................................. 3.2.2 General requirementsof query languages.................................... 3.2.3 Specific requirements of Multimedia query languages............ 3.3 Conclusion................................................................................................... 29 30 30 31 31 32 34 44 45 45 46 49 III 51 Semantic Multimedia 4 Application Scenarios 4.1 Requirements gathering.......................................................................... 53 53 Contents VI 4.2 4.3 4.4 Image Retrieval.......................................................................................... Image/Video Retrieval.............................................................................. Conclusion.................................................................................................... 5 Basic Model for a SemanticWebMultimedia QL 5.1 5.2 5.3 Modeling Multimedia................................................................................. SPARQL Algebra....................................................................................... 5.2.1 SPARQL Abstract Query Syntax............................................... 5.2.2 SPARQL query string translation............................................... Conclusion.................................................................................................... 6 Class and Property ModelforExtensions 6.1 6.2 6.3 6.4 6.5 6.6 IV Design Principles....................................................................................... Class Model................................................................................................ Instant Model............................................................................................. Alignment to Existing Models................................................................. Excursion: Extending Media Fragments URIs..................................... 6.5.1 Media Fragment URI Extensions............................................... 6.5.2 Related approaches for Media Fragment URI extensions ... 6.5.3 Mapping Media Fragments URI Extensions to the Model... Conclusion.................................................................................................... Multimedia Extension for SPARQL 7 Sparql-MM Functions 7.1 7.2 7.3 7.4 7.5 8.2 8.3 59 60 65 65 67 69 71 71 71 75 76 78 78 81 82 83 85 87 Extension Functions................................................................................. 87 Spatial Relations, Aggregations and Properties.................................. 88 7.2.1 Topological Relations ................................................................. 88 7.2.2 Directional Relations..................................................................... 90 Temporal Relations, Aggregations and Properties............................... 91 Spatio-Temporal Property and Function Specification......................... 92 Conclusion....................................................................................................... 104 8 Optimization 8.1 54 56 57 107 SPARQL Filter Optimization.....................................................................107 8.1.1 Spatio-temporal Indexes..................................................................107 8.1.2 SPARQL optimization approaches............................................... 110 8.1.3 Optimizing SPARQL........................................................................ 114 Considering Filters for SPARQL query optimization ............................ 116 8.2.1 Experimental proof of selectivity assumption ............................ 116 8.2.2 Filters and Edge costs.....................................................................118 8.2.3 Query plan search ........................................................................... 120 Conclusion....................................................................................................... 123 Contents vu 9 Evaluation 125 9.1 Example..........................................................................................................125 9.1.1 Example: Translate SPARQL toESG .......................................... 125 9.1.2 Example: Calculate costs for nodes and vertices......................... 126 9.1.3 Example: Find most cost efficient plan........................................ 127 9.2 Evaluation Environment..............................................................................128 9.3 Results............................................................................................................. 133 9.4 Conclusion.......................................................................................................144 V Semantic Multimedia Relations 145 10 Semantic Distance of MediaFragments 147 10.1 Semantic Distance....................................................................................... 147 10.2 Spatio-temporal Fragment Distance........................................................... 151 10.3 Semantic fragment similarity .................................................................... 154 10.4 Conclusion.......................................................................................................156 11 Evaluation 157 11.1 Evaluation Environment..............................................................................157 11.2 Results............................................................................................................. 158 11.3 Conclusion.......................................................................................................161 VI Summary 163 12 Résumé 165 12.1 Conclusion.......................................................................................................165 12.2 Further Work................................................................................................ 167 A Directory for Publications 169 A.l Books and Articles....................................................................................... 169 A.2 Proceeding Papers....................................................................................... 173 В Supplementary Material 175 B.l Prefixes..........................................................................................................175 B.2 Linked Media Fragment Ontology (LMO) ...............................................176 B.3 Categories in Optimization Evaluation.....................................................181 B.4 Optimized query plans.................................................................................183 Bibliography 187
any_adam_object	1
author	Kurz, Thomas ca. 20./21. Jhd
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spellingShingle	Kurz, Thomas ca. 20./21. Jhd Adapting semantic web information retrieval to multimedia Semantic Web (DE-588)4688372-1 gnd SPARQL (DE-588)7693644-2 gnd Multimedia (DE-588)4192358-3 gnd
subject_GND	(DE-588)4688372-1 (DE-588)7693644-2 (DE-588)4192358-3 (DE-588)4113937-9
title	Adapting semantic web information retrieval to multimedia
title_auth	Adapting semantic web information retrieval to multimedia
title_exact_search	Adapting semantic web information retrieval to multimedia
title_full	Adapting semantic web information retrieval to multimedia Thomas Kurz
title_fullStr	Adapting semantic web information retrieval to multimedia Thomas Kurz
title_full_unstemmed	Adapting semantic web information retrieval to multimedia Thomas Kurz
title_short	Adapting semantic web information retrieval to multimedia
title_sort	adapting semantic web information retrieval to multimedia
topic	Semantic Web (DE-588)4688372-1 gnd SPARQL (DE-588)7693644-2 gnd Multimedia (DE-588)4192358-3 gnd
topic_facet	Semantic Web SPARQL Multimedia Hochschulschrift
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